Piyush Ranade

Piyush Ranade Email and Phone Number

Lead Data Scientist @ Trane Technologies
Minneapolis, MN, US
Piyush Ranade's Location
Minneapolis, Minnesota, United States, United States
Piyush Ranade's Contact Details
About Piyush Ranade

Experienced R&D data scientist/engineer skilled in broadband data analysis for insight generation, time series/signal processing and predictive analytics. Demonstrated history of conducting fundamental aerospace research augmented with the AI/ML algorithm development skill set. Strong research professional with a Ph.D. in Aerospace and Mechanical Engineering from the University of Notre Dame. U.S. Citizen.

Piyush Ranade's Current Company Details
Trane Technologies

Trane Technologies

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Lead Data Scientist
Minneapolis, MN, US
Website:
tranetechnologies.com/en/index.html
Employees:
14279
Piyush Ranade Work Experience Details
  • Trane Technologies
    Lead Data Scientist
    Trane Technologies
    Minneapolis, Mn, Us
    View
  • Trane Technologies
    Senior Data Scientist
    Trane Technologies Jul 2022 - Present
    Davidson, North Carolina, Us
    Using historical data and physics-based models to create algorithms for predictive maintenance using machine learning and analytics. Real-time and offline health monitoring algorithm creation for Thermo King transport refrigeration units (cold chain).TOOLS: Python, Alteryx, Tableau, DBeaver (SQL), Sourcetree, Azure DevOps
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  • Honeywell
    Advanced Artificial Intelligence Engineer
    Honeywell Jul 2021 - Jun 2022
    Charlotte, North Carolina, Us
    Aerospace Advanced Technology | Advanced Electronics & ServicesDATA ANALYTICS, PREDICTIVE MAINTENANCE ROLES:- Using various data sources and signal processing techniques to generate meaningful engineering insights- Filtering and pre-processing data for use in ML models for various predictive applications- Exploratory data analysis (EDA) and physics-based selection of data for use in AI/ML; parameter importance analysis- Developing classification and regression algorithms using a variety of techniques: linear/logistic regression, tree-based ensemble methods (bootstrap aggregation, random forest), XGBoost (extreme gradient boosting), LightGBM, deep neural networks (feedforward NN, autoencoders)- Experience with integration of algorithms into software applications (ex. XML)SPECIFIC WORK AREAS:- Thermal Barrier Coatings- Additive Manufacturing- Aircraft components maintenance (military and commercial platforms)- Radar: capability testing, GPS truthing system integration- Program managementTOOLS:- ML Algorithm development: Python (Spyder, Jupyter Notebooks), Matlab- Data Processing/Analysis: Matlab- Data Visualization: Tableau- Atlassian tools (Confluence, Bitbucket, Jira)
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  • Honeywell
    Artificial Intelligence Engineer
    Honeywell Jun 2019 - Jul 2021
    Charlotte, North Carolina, Us
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  • Honeywell
    R&D Scientist
    Honeywell Jul 2016 - Jun 2019
    Charlotte, North Carolina, Us
    Aerospace Advanced Technology | Vehicle Health Management Group
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  • University Of Notre Dame
    Graduate Research Assistant - Experimental Fluid Mechanics
    University Of Notre Dame Aug 2011 - May 2016
    Notre Dame, In, Us
    Research areas: Fluid Mechanics, Turbulence, Hotwire Anemometry, Internal Flow, Aero-Optics, TurbomachineryPrimary Tasks: Experimental Design, Data Acquisition, Data Processing and Analysis, Instrumentation, System Design, Fluids and Thermal Analysis, Component DesignTools: MATLAB, PTC Creo, LabView
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  • University Of Notre Dame
    Graduate Teaching Assistant
    University Of Notre Dame Aug 2011 - Aug 2015
    Notre Dame, In, Us
    Teaching Assistant: Differential Equations (Fall), Aerospace Senior Design (Spring).
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  • University Of Western Australia
    Undergraduate Research Assistant
    University Of Western Australia Jun 2009 - Oct 2009
    Perth, Western Australia, Au
    View

Piyush Ranade Skills

Football Technology Engineers Controllers Health Management

Piyush Ranade Education Details

  • University Of Notre Dame
    University Of Notre Dame
    Aerospace And Mechanical Engineering
  • University Of Notre Dame
    University Of Notre Dame
    Aerospace Engineering
  • University Of Notre Dame
    University Of Notre Dame
    Minor: German Language And Literature
  • The University Of Western Australia
    The University Of Western Australia
    Semester Study Abroad
  • Chartiers Valley High School (Bridgeville, Pa)
    Chartiers Valley High School (Bridgeville, Pa)

Frequently Asked Questions about Piyush Ranade

What company does Piyush Ranade work for?

Piyush Ranade works for Trane Technologies

What is Piyush Ranade's role at the current company?

Piyush Ranade's current role is Lead Data Scientist.

What is Piyush Ranade's email address?

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What is Piyush Ranade's direct phone number?

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What schools did Piyush Ranade attend?

Piyush Ranade attended University Of Notre Dame, University Of Notre Dame, University Of Notre Dame, The University Of Western Australia, Chartiers Valley High School (Bridgeville, Pa).

What are some of Piyush Ranade's interests?

Piyush Ranade has interest in Science And Technology.

What skills is Piyush Ranade known for?

Piyush Ranade has skills like Football, Technology, Engineers, Controllers, Health Management.

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